last_hidden_state = outputs.last_hidden_state[:, 0, :] The last_hidden_state tensor can be used as a deep feature for the text.

One common approach to create a deep feature for text data is to use embeddings. Embeddings are dense vector representations of words or phrases that capture their semantic meaning.

text = "hiwebxseriescom hot"

import torch from transformers import AutoTokenizer, AutoModel

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